WhatsThat? On the Usage of Hierarchical Clustering for Unsupervised Detection & Interpretation of Network Attacks.
Pavol MulinkaKensuke FukudaPedro CasasLukas KenclPublished in: EuroS&P Workshops (2020)
Keyphrases
- hierarchical clustering
- network attacks
- intrusion detection
- network intrusion detection
- intrusion detection system
- clustering method
- network security
- single linkage
- dos attacks
- single link
- clustering algorithm
- hierarchical clustering algorithm
- agglomerative clustering
- incremental clustering
- partitional clustering
- anomaly detection
- unsupervised learning
- detection algorithm
- semi supervised
- model based clustering
- supervised learning
- fraud detection
- data structure
- similarity measure